Jun 13, 2019 · We in this paper propose a framework which transforms the irregular text with 2D layout to character sequence directly via 2D attentional scheme.

Scene text recognition is realized with a semantic segmentation network, where an attention mechanism for characters is adopted. Combined with a word formation ...

Unofficial PyTorch implementation of the paper, which transforms the irregular text with 2D layout to character sequence directly via 2D attentional scheme.

In this paper, we propose a 2D attentional irregular scene text recognizer which transforms the irregular text with 2D layout to character sequence directly.

Jun 13, 2019 · This paper proposes a framework which transforms the irregular text with 2D layout to character sequence directly via 2D attentional scheme ...

This document proposes a new method for recognizing irregular scene text using a 2D attentional framework. Previous methods either rectified irregular text ...

In this section, we present prior works on scene text recognition, focusing on how they have attempted to ad- dress texts of arbitrary shapes. Then, we discuss ...

In this paper, we propose an network infrastructure to recognize texts of arbitrary shapes, named Contextual 2D Attention for Scene Text Recognition Network ( ...

Nov 13, 2020 · In this work, we propose a simple and strong holistic representation guided attention network for scene text recognition.

We propose a repetitive processing architecture for text recognition, trained with intermediate selective decoders as supervision. Using this architecture we.